data hygiene jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-08-29, data hygiene appears in 17 job postings indexed by Skillenai over the past 90 days — most often required for Business Operations Associate roles.
Last updated · 90d ending 2026-08-29
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Frequently asked questions about data hygiene
+Is data hygiene in demand in 2026?
Yes. data hygiene appears in 17 job postings indexed by Skillenai over the 90 days ending 2026-08-29. It is most often required for Business Operations Associate roles (12% of Business Operations Associate postings list it).
+What jobs require data hygiene?
According to the Skillenai jobs index over the 90 days ending 2026-08-29, the job titles most likely to require data hygiene are Business Operations Associate (12% of postings list data hygiene), RevOps Analyst (12% of postings list data hygiene), Sales Operations Solutions Architect (12% of postings list data hygiene).
+What skills are commonly paired with data hygiene?
Across job postings indexed by Skillenai (90 days ending 2026-08-29), data hygiene most often appears alongside Salesforce, SQL, CRM, data modeling, Tableau.
+Where is data hygiene most in demand?
As of 2026-08-29, the metro areas posting the most jobs requiring data hygiene are New York City, Kitchener, Little Canada, Machelen, Menlo Park, according to the Skillenai jobs index.
+How can I keep up with new data hygiene content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning data hygiene alongside the jobs index. You can subscribe to a daily email digest of new data hygiene content from your Skillenai account.
Weekly job postings requiring data hygiene — last 90 days
Job titles most likely to require data hygiene
| Role | Postings mentioning | % requiring |
|---|---|---|
| Business Operations Associate | 2 | 11.8% |
| RevOps Analyst | 2 | 11.8% |
| Sales Operations Solutions Architect | 2 | 11.8% |
| Data & Analytics Tribe Manager | 1 | 5.9% |
| Data Operations Manager | 1 | 5.9% |
| Data Scientist | 1 | 5.9% |
| GTM Operations Engineer | 1 | 5.9% |
| GTM Systems Director | 1 | 5.9% |
| Marketing Analytics Director | 1 | 5.9% |
| Marketing Operations Leader | 1 | 5.9% |
Top metros hiring for data hygiene
| Name | Postings | Share |
|---|---|---|
| New York City | 3 | 17.6% |
| Kitchener | 1 | 5.9% |
| Little Canada | 1 | 5.9% |
| Machelen | 1 | 5.9% |
| Menlo Park | 1 | 5.9% |
| Petaling Jaya | 1 | 5.9% |
Skills commonly paired with data hygiene
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-08-29. Skills are resolved against the Skillenai canonical taxonomy, so the same entity is counted whether a posting writes 'Python', 'Python 3', or 'python'. Pages refresh weekly (or daily for the top-50 most-requested skills).
- source
- Skillenai jobs index, deduplicated daily
- entity_id
- 08366f3d99a8e9e6
- data_as_of
- 2026-08-29
- window_days
- 90
The demand, skills, and geo numbers on this page come from the same Skillenai labor market index that powers our API. Use it for compensation benchmarking, hiring-competition analysis, and skill-adoption tracking.
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